Expert System Diagnosis Corn Pests And Diseases Using Certainty Factor Method

Sulindawaty,; Zarlis, Muhammad; Situmorang, Zakarias; Sihotang, Hengki Tamando

doi:10.1088/1742-6596/1230/1/012063

Cited by 3 publications

(3 citation statements)

References 5 publications

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“…Penelitian lainnya dalam dunia pertanian juga telah dilakukan (Sulindawaty et al, 2019) yakni merancang sebuah sistem pakar diagnosa penyakit jagung menggunakan metode certainity factor. Sistem ini dapat mendiagnosa gejala-gejala yang diinput oleh pengguna sehingga dapat diperoleh identifikasi penyakit jagung berdasarkan nama-nama penyakit, penyebab penyakit, nilai presentase, dan cara penanganannya.…”

Section: Pendahuluanunclassified

Systematic Literature Review of Expert System

Abas,

Nugraha,

Asminar

et al. 2023

tin

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Current developments in technological science have had a major impact on our daily lives, one of the impacts is in the health and agricultural sectors which implement automated systems. This research aims to review current topics regarding expert systems and the use of some of the best algorithms used. The literature review was created by systematically reviewing 1000 research articles from the last 5 years (from 2016 to 2020) by collecting through related sources including conference proceedings and journals. The method used in this research is Systematic Literature Review (SLR). SLR is used to identify, study and interpret all relevant specific research. The results of this research reveal several algorithms that are frequently used and have good accuracy values as well as trending topics in the field of expert systems.

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Section: Pendahuluanunclassified

Systematic Literature Review of Expert System

Abas,

Nugraha,

Asminar

et al. 2023

tin

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“…Data mining is used to explore added value in the form of unknown information manually from a database. Information is obtained by extracting and recognizing important or interesting patterns from the data contained in the database (Sulindawaty, Muhammad Zarlis, 2018), (Yonata Laia et al, 2019). In accordance with the background of this problem is to regulate the pattern of motorcycle sales, in this research will use the a priori method in regulating the sales pattern.…”

Section: Introductionmentioning

confidence: 99%

Implementation of The Apriori Algorithm Method to Analyze the Pattern of Motorcycle Sales at PT. Alpha Scorpio

Sihombing

Simamora²,

Leo³

et al. 2022

Jurnal Informatika dan Komputer

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This study discusses how to make a pattern in the motorcycle sales process, where every month the sales of each type of motorcycle must be different. So that every employee is overwhelmed in classifying the types of items that will be recommended in adding stock. The goal is to keep consumer demand met every month. Based on the research that has been done, this study concludes: the results of research with a minimum support limit of 30% and a minimum confidence of 70%, form 20 rules every year. One of the rules established is that if a 2X4 motorcycle is sold, the Yamaha A 90 type is sold with a support value of 45% and a confidence value of 74.46%.This study discusses how to make a pattern in the motorcycle sales process, where every month the sales of each type of motorcycle must be different. So that every employee is overwhelmed in classifying the types of items that will be recommended in adding stock. The goal is to keep consumer demand met every month. Based on the research that has been done, this study concludes: the results of research with a minimum support limit of 30% and a minimum confidence of 70%, form 20 rules every year. One of the rules established is that if a 2X4 motorcycle is sold, the Yamaha A 90 type is sold with a support value of 45% and a confidence value of 74.46%.

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“…The knowledge acquisition process is an extraction process, who is able to gather expert knowledge from one or more sources, so that the results of data extraction can affect the output of a system. Expert system is a breakthrough in the development of information technology which was developed with the aim of adopting the ability of an expert to diagnose a disease [8][9][10]. Expert system can help a patient and a layman to be able to communicate about a disease without being limited by distance and geographical conditions of the country [11][12].…”

Section: Introductionmentioning

confidence: 99%

Expert system for heart disease based on electrocardiogram data using certainty factor with multiple rule

Sumiati

Saragih

Rahman

et al. 2021

IJ-AI

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<span id="docs-internal-guid-b7163134-7fff-29de-9179-24e242f1239b"><span>Limited public health services in remote areas, where the lack of transportation infrastructure, facilities, communication facilities and minimal medical personnel, especially for areas with underdeveloped, foremost, and regular (3T) status. The limitation of medical personnel is one of the factors for the high mortality rate of heart disease. On the other hand, the development of information technology, especially in the field of computing, is very fast in the era of the industrial revolution 4.0, but not yet used optimally, especially in the health sector. This study aims to develop a system or software that can replace a doctor for the process of identifying heart defects based on an expert system. Expert system developed with the certainty factor with multiple rule approach. System testing is carried out from the results of the system validity with experts, so that the system test results produce a certainty factor value for a normal heart of 0.95 and an accuracy level of 95%, while the certainty factor (CF) value for an abnormal heart is 0.99 and produces an accuracy rate of 99%.</span></span><br /><div style="mso-element: comment-list;"><div style="mso-element: comment;"><div id="_com_1" class="msocomtxt"></div></div></div>

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Expert System Diagnosis Corn Pests And Diseases Using Certainty Factor Method

Cited by 3 publications

References 5 publications

Systematic Literature Review of Expert System

Systematic Literature Review of Expert System

Implementation of The Apriori Algorithm Method to Analyze the Pattern of Motorcycle Sales at PT. Alpha Scorpio

Expert system for heart disease based on electrocardiogram data using certainty factor with multiple rule

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